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Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Solving the pan evaporation process complexity using the development of multiple mode of neurocomputing models 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2021, 卷号: 145, 期号: 3-4, 页码: 1521-1539
作者:  Ghorbani, Mohammad Ali;  Jabehdar, Milad Alizadeh;  Yaseen, Zaher Mundher;  Inyurt, Samed
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/19
Development of artificial intelligence models for well groundwater quality simulation: Different modeling scenarios 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 5
作者:  Shiri, Naser;  Shiri, Jalal;  Yaseen, Zaher Mundher;  Kim, Sungwon;  Chung, Il-Moon;  Nourani, Vahid;  Zounemat-Kermani, Mohammad
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
Proposition of New Ensemble Data-Intelligence Models for Surface Water Quality Prediction 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 108527-108541
作者:  Al-Sulttani, Ali Omran;  Al-Mukhtar, Mustafa;  Roomi, Ali B.;  Farooque, Aitazaz Ahsan;  Khedher, Khaled Mohamed;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Predictive models  Rivers  Water resources  Water quality  Water pollution  Computational modeling  Adaptation models  Semi-arid region  river water quality  biochemical oxygen demand  principal component analysis  
Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS. 出版年: 2020, 卷号: 14, 期号: 1, 页码: 70-89
作者:  Yaseen, Zaher Mundher;  Al-Juboori, Anas Mahmood;  Beyaztas, Ufuk;  Al-Ansari, Nadhir;  Chau, Kwok-Wing;  Qi, Chongchong;  Ali, Mumtaz;  Salih, Sinan Q.;  Shahid, Shamsuddin
收藏  |  浏览/下载：7/0  |  提交时间：2020/03/23
evaporation  predictive model  machine learning  arid and semi-arid regions  best input combination  
Dew Point Temperature Estimation: Application of Artificial Intelligence Model Integrated with Nature-Inspired Optimization Algorithms 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 4
作者:  Naganna, Sujay Raghavendra;  Deka, Paresh Chandra;  Ghorbani, Mohammad Ali;  Biazar, Seyed Mostafa;  Al-Ansari, Nadhir;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
dew point temperature  firefly algorithm  gravitational search algorithm  humid climate  hybrid models  nature-inspired optimization  semi-arid region  
Determination of biochemical oxygen demand and dissolved oxygen for semi-arid river environment: application of soft computing models 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2019, 卷号: 26, 期号: 1, 页码: 923-937
作者:  Tao, Hai;  Bobaker, Aiman M.;  Ramal, Majeed Mattar;  Yaseen, Zaher Mundher;  Hossain, Md Shabbir;  Shahid, Shamsuddin
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Water quality variables  Environmental prospects  Soft computing models  Euphrates River  
Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2019, 卷号: 573, 页码: 1-12
作者:  Al-Sudani, Zainab Abdulelah;  Salih, Sinan Q.;  Sharafati, Ahmad;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/29
MARS-DE  Streamflow simulation  Semi-arid environment  Antecedent values  
Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2018, 卷号: 32, 期号: 6, 页码: 1683-1697
作者:  Ghorbani, Mohammad Ali;  Deo, Ravinesh C.;  Karimi, Vahid;  Yaseen, Zaher Mundher;  Terzi, Ozlem
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/29
MLP  Firefly algorithm  Hybrid model  Lake Egirdir  Water level  
Precipitation pattern modeling using cross-station perception: regional investigation 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2018, 卷号: 77, 期号: 19
作者:  Sulaiman, Sadeq Oleiwi;  Shiri, Jalal;  Shiralizadeh, Hamed;  Kisi, Ozgur;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
Precipitation forecasting  Intelligence models  Cross-station modeling  Semi-arid environment